DocumentCode
485320
Title
Research on threat synthetic evaluation of multi-sensor information fusion system
Author
Wang, B.H. ; Huang, J.G. ; Zhang, Qiang Frankie ; Han, Jinguang ; Chu, F.Z.
Author_Institution
Northwestern Polytech. Univ., Xi´an
fYear
2007
fDate
12-14 Dec. 2007
Firstpage
442
Lastpage
445
Abstract
Aiming at multi-sensor information fusion system (MSIFS), which has characters of multi-target and a large number of observation data, fuzzy theory was developed so as to sort all kinds of targets with uncertain attributes. In this paper, a new method of threat synthetic evaluation named fuzzy technique of order preference by similarity to ideal solution (FTOPSIS) is presented, and a model of FTOPSIS is established to solve the problems of target optimization and attacked target misjudgement in MSIFS. This new method has high precision and shows better performance than other classical methods. The simulation results show that the system using FTOPSIS has highest effectiveness. Compared with other classical methods such as analytic hierarchy process (AHP) and technique of order preference by similarity to ideal solution (TOPSIS), the effectiveness of the system using FTOPSIS is about 23% higher than the AHP, and 11% higher than TOPSIS. FTOPSIS has good application in project and can be used practically.
Keywords
fuzzy set theory; sensor fusion; AHP; analytic hierarchy process; fuzzy technique of order preference by similarity to ideal solution; fuzzy theory; multisensor information fusion system; threat synthetic evaluation; uncertain attributes; decision-making; fuzzy technique of order preference by similarity to ideal solution; multi-sensor information fusion system; threat synthetic evaluation;
fLanguage
English
Publisher
iet
Conference_Titel
Wireless, Mobile and Sensor Networks, 2007. (CCWMSN07). IET Conference on
Conference_Location
Shanghai
ISSN
0537-9989
Print_ISBN
978-0-86341-836-5
Type
conf
Filename
4786233
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